Wireless capsule endoscopy images enhancement via adaptive contrast diffusion
文献类型：期刊论文
| 作者 | Li, Baopu; Meng, Max Q. -H. |
| 刊名 | JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
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| 出版日期 | 2012 |
| 英文摘要 | Wireless capsule endoscopy (WCE) has been widely applied to diagnose diseases in human digestive tract due to its advantage that it can directly view the entire small intestine for the first time. However, many WCE images are rather dark, which challenge to analysis and diagnosis exerted by a clinician. To over-come this shortcoming so as to assist physicians, especially computer aided detection, we propose an adaptive contrast diffusion to enhance WCE images. Based on local analysis of WCE images, we put for-ward a new idea of contrast diffusion. Then, we employ contrast diffusion to enhance WCE images with an adaptive choice of the conductance parameter, which plays an important role in diffusion. Extensive experiments demonstrate that this new method exhibits promising performance of enhancement for WCE images, leading into a better visualization as well as an improved classification performance of WCE images using computerized methods. |
| 收录类别 | SCI |
| 原文出处 | http://www.sciencedirect.com/science/article/pii/S1047320311001374 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/3759]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION |
| 推荐引用方式 GB/T 7714 | Li, Baopu,Meng, Max Q. -H.. Wireless capsule endoscopy images enhancement via adaptive contrast diffusion[J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION,2012. |
| APA | Li, Baopu,&Meng, Max Q. -H..(2012).Wireless capsule endoscopy images enhancement via adaptive contrast diffusion.JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION. |
| MLA | Li, Baopu,et al."Wireless capsule endoscopy images enhancement via adaptive contrast diffusion".JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION (2012). |
入库方式： OAI收割
来源：深圳先进技术研究院
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